{"id":"W2771216965","doi":"10.1111/tmi.13025","title":"Predictive value of C‐reactive protein for tuberculosis, bloodstream infection or death among HIV‐infected individuals with chronic, non‐specific symptoms and negative sputum smear microscopy","year":2017,"lang":"en","type":"article","venue":"Tropical Medicine & International Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto; Health Sciences Centre; University of British Columbia","funders":"International Union Against Tuberculosis and Lung Disease; Wellcome Trust; Wellcome; United States Agency for International Development","keywords":"Sputum; Tuberculosis; Medicine; Human immunodeficiency virus (HIV); Predictive value; Immunology; Virology; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218548,0.0003494679,0.0003608913,0.0005017177,0.0002943472,0.0005758881,0.0003846181,0.000592549,0.001895531],"category_scores_gemma":[0.006283366,0.0001994429,0.000368364,0.0004661761,0.0003616378,0.0003418605,0.0004797333,0.0008286001,0.0001852452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002435197,"about_ca_system_score_gemma":0.0003967454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003766981,"about_ca_topic_score_gemma":0.004688006,"domain_scores_codex":[0.999534,0.0001651552,0.00004709506,0.00008096672,0.00009414283,0.00007869192],"domain_scores_gemma":[0.9957567,0.001757484,0.001278146,0.0001402221,0.0002829805,0.0007844035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002531822,0.00002142271,0.9985816,0.0000130406,0.00002675279,0.00005169636,0.00002612932,0.00004910352,0.00008166601,0.000006639624,0.00009352398,0.0007952116],"study_design_scores_gemma":[0.00002429959,0.0002265955,0.9979741,0.000025659,0.00007821945,0.0003743112,0.00009299958,0.0009336966,0.0001002888,0.0000277739,0.0001362796,0.000005658837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985252,0.0006897537,0.00004868989,0.0001159423,0.00001488024,0.00000862552,0.0002945129,0.000004007285,0.0002984581],"genre_scores_gemma":[0.9996033,0.00008828115,0.00006145187,0.00002465497,0.00001448094,0.000003818548,0.000140487,5.638893e-7,0.0000627951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003766981,"threshold_uncertainty_score":0.007490098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627231756275207,"score_gpt":0.375238087807331,"score_spread":0.3489657702445789,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}